| Number of Variables | 14 |
|---|---|
| Number of Rows | 603 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 175.7 KB |
| Average Row Size in Memory | 298.3 B |
| Variable Types |
|
| year is skewed | Skewed |
|---|---|
| Tempo is skewed | Skewed |
| Loudness is skewed | Skewed |
| Liveness is skewed | Skewed |
| Acousticness is skewed | Skewed |
| Speechiness is skewed | Skewed |
| title has a high cardinality: 584 distinct values | High Cardinality |
| artist has a high cardinality: 184 distinct values | High Cardinality |
| Acousticness has 73 (12.11%) zeros | Zeros |
categorical
| Approximate Distinct Count | 584 |
|---|---|
| Approximate Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 51297 |
| Mean | 18.2919 |
|---|---|
| Standard Deviation | 13.9561 |
| Median | 15 |
| Minimum | 1 |
| Maximum | 97 |
| 1st row | Hey, Soul Sister |
|---|---|
| 2nd row | Love The Way You L... |
| 3rd row | TiK ToK |
| 4th row | Bad Romance |
| 5th row | Just the Way You A... |
| Count | 8929 |
|---|---|
| Lowercase Letter | 6950 |
| Space Separator | 1514 |
| Uppercase Letter | 1979 |
| Dash Punctuation | 54 |
| Decimal Number | 29 |
categorical
| Approximate Distinct Count | 184 |
|---|---|
| Approximate Unique (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 45543 |
| Mean | 10.5274 |
|---|---|
| Standard Deviation | 3.9051 |
| Median | 11 |
| Minimum | 2 |
| Maximum | 24 |
| 1st row | Train |
|---|---|
| 2nd row | Eminem |
| 3rd row | Kesha |
| 4th row | Lady Gaga |
| 5th row | Bruno Mars |
| Count | 5805 |
|---|---|
| Lowercase Letter | 4658 |
| Space Separator | 489 |
| Uppercase Letter | 1147 |
| Dash Punctuation | 3 |
| Decimal Number | 21 |
categorical
| Approximate Distinct Count | 50 |
|---|---|
| Approximate Unique (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 44758 |
| Mean | 9.2255 |
|---|---|
| Standard Deviation | 3.4069 |
| Median | 9 |
| Minimum | 3 |
| Maximum | 25 |
| 1st row | neo mellow |
|---|---|
| 2nd row | detroit hip hop |
| 3rd row | dance pop |
| 4th row | dance pop |
| 5th row | pop |
| Count | 5026 |
|---|---|
| Lowercase Letter | 5026 |
| Space Separator | 524 |
| Uppercase Letter | 0 |
| Dash Punctuation | 3 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 2014.592 |
| Minimum | 2010 |
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2010 |
|---|---|
| 5-th Percentile | 2010 |
| Q1 | 2013 |
| Median | 2015 |
| Q3 | 2017 |
| 95-th Percentile | 2018.9 |
| Maximum | 2019 |
| Range | 9 |
| IQR | 4 |
| Mean | 2014.592 |
|---|---|
| Standard Deviation | 2.6071 |
| Variance | 6.7967 |
| Sum | 1.2148e+06 |
| Skewness | -0.1855 |
| Kurtosis | -0.9692 |
| Coefficient of Variation | 0.001294 |
numerical
| Approximate Distinct Count | 104 |
|---|---|
| Approximate Unique (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.5755 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.4029 |
| Q1 | 0.4854 |
| Median | 0.5825 |
| Q3 | 0.6262 |
| 95-th Percentile | 0.8092 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1408 |
| Mean | 0.5755 |
|---|---|
| Standard Deviation | 0.1204 |
| Variance | 0.01449 |
| Sum | 347.0049 |
| Skewness | 0.5357 |
| Kurtosis | 1.6851 |
| Coefficient of Variation | 0.2092 |
numerical
| Approximate Distinct Count | 77 |
|---|---|
| Approximate Unique (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.7194 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.3888 |
| Q1 | 0.6224 |
| Median | 0.7551 |
| Q3 | 0.8367 |
| 95-th Percentile | 0.9388 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.2143 |
| Mean | 0.7194 |
|---|---|
| Standard Deviation | 0.1664 |
| Variance | 0.0277 |
| Sum | 433.8163 |
| Skewness | -0.9827 |
| Kurtosis | 1.0294 |
| Coefficient of Variation | 0.2313 |
numerical
| Approximate Distinct Count | 70 |
|---|---|
| Approximate Unique (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.6637 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.3928 |
| Q1 | 0.5876 |
| Median | 0.6804 |
| Q3 | 0.7526 |
| 95-th Percentile | 0.8557 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1649 |
| Mean | 0.6637 |
|---|---|
| Standard Deviation | 0.1379 |
| Variance | 0.01902 |
| Sum | 400.2165 |
| Skewness | -0.6779 |
| Kurtosis | 1.0454 |
| Coefficient of Variation | 0.2078 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.9383 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.881 |
| Q1 | 0.9138 |
| Median | 0.9483 |
| Q3 | 0.9655 |
| 95-th Percentile | 0.9828 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.05172 |
| Mean | 0.9383 |
|---|---|
| Standard Deviation | 0.04824 |
| Variance | 0.002327 |
| Sum | 565.7931 |
| Skewness | -12.4187 |
| Kurtosis | 235.8279 |
| Coefficient of Variation | 0.05141 |
numerical
| Approximate Distinct Count | 61 |
|---|---|
| Approximate Unique (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.2402 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.08108 |
| Q1 | 0.1216 |
| Median | 0.1622 |
| Q3 | 0.3243 |
| 95-th Percentile | 0.5797 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.2027 |
| Mean | 0.2402 |
|---|---|
| Standard Deviation | 0.1771 |
| Variance | 0.03135 |
| Sum | 144.8378 |
| Skewness | 1.7118 |
| Kurtosis | 3.0757 |
| Coefficient of Variation | 0.7372 |
numerical
| Approximate Distinct Count | 94 |
|---|---|
| Approximate Unique (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.5329 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.1439 |
| Q1 | 0.3571 |
| Median | 0.5306 |
| Q3 | 0.7041 |
| 95-th Percentile | 0.898 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.3469 |
| Mean | 0.5329 |
|---|---|
| Standard Deviation | 0.2297 |
| Variance | 0.05277 |
| Sum | 321.3469 |
| Skewness | -0.07372 |
| Kurtosis | -0.8251 |
| Coefficient of Variation | 0.4311 |
numerical
| Approximate Distinct Count | 144 |
|---|---|
| Approximate Unique (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.3127 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.1624 |
| Q1 | 0.2345 |
| Median | 0.3 |
| Q3 | 0.3638 |
| 95-th Percentile | 0.5203 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1293 |
| Mean | 0.3127 |
|---|---|
| Standard Deviation | 0.1177 |
| Variance | 0.01385 |
| Sum | 188.5414 |
| Skewness | 1.3362 |
| Kurtosis | 4.1346 |
| Coefficient of Variation | 0.3764 |
numerical
| Approximate Distinct Count | 75 |
|---|---|
| Approximate Unique (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.1447 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 73 |
| Zeros (%) | 12.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0.0101 |
| Median | 0.06061 |
| Q3 | 0.1717 |
| 95-th Percentile | 0.6364 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1616 |
| Mean | 0.1447 |
|---|---|
| Standard Deviation | 0.2098 |
| Variance | 0.044 |
| Sum | 87.2626 |
| Skewness | 2.1971 |
| Kurtosis | 4.4286 |
| Coefficient of Variation | 1.4495 |
numerical
| Approximate Distinct Count | 39 |
|---|---|
| Approximate Unique (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.1741 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.0625 |
| Q1 | 0.08333 |
| Median | 0.1042 |
| Q3 | 0.1875 |
| 95-th Percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1042 |
| Mean | 0.1741 |
|---|---|
| Standard Deviation | 0.1559 |
| Variance | 0.0243 |
| Sum | 105 |
| Skewness | 2.5343 |
| Kurtosis | 7.0277 |
| Coefficient of Variation | 0.8953 |
numerical
| Approximate Distinct Count | 71 |
|---|---|
| Approximate Unique (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9648 |
| Mean | 0.6719 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 5 |
| Zeros (%) | 0.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.3848 |
| Q1 | 0.6061 |
| Median | 0.697 |
| Q3 | 0.7677 |
| 95-th Percentile | 0.8485 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1616 |
| Mean | 0.6719 |
|---|---|
| Standard Deviation | 0.1466 |
| Variance | 0.0215 |
| Sum | 405.1717 |
| Skewness | -1.4241 |
| Kurtosis | 3.559 |
| Coefficient of Variation | 0.2182 |